This paper explores three simple data manipulation techniques (synthesis, augmentation, curriculum) for improving abstractive summarization models without the need for any additional data. We introduce a method of data synthesis with paraphrasing, a data augmentation technique with sample mixing, and curriculum learning with two new difficulty…

Public administration is struggling to contend with a substantial shift in practice fueled by the accelerating adoption of information technology. New skills, competencies and pedagogies are required by the field to help overcome the data-skills gap. As a means to address these deficiencies, we introduce the Data Science Literacy Framework, a…

In response to the need to develop leaders to guide the implementation of the Next Generation Science Standards (NGSS), the Carnegie Corporation of New York provided funding to WestEd to develop a framework that defines the leadership knowledge and actions needed to effectively implement the NGSS. The development of the framework entailed…

An estimated 274 million primary school children in low and middle income countries are not learning the basic foundational skills necessary to lead productive and healthy lives. The Global Partnership for Education (GPE) is committed to improved and more equitable student outcomes, and has framed this as goal 1 of its strategic plan for…

Computer programming has been part of Information Systems (IS) curricula since the first model curriculum. It is with programming that computers are instructed how to implement our ideas into reality. Yet, over the last decade numbers of computing undergraduates have significantly declined in North American academic programs. In addition, high…

For some children maths and science are exciting subjects that work side by side, one providing the opportunity to practise and hone skills and knowledge gained from the other. For other children the subjects are disjointed and seem to bear no relationship to each other. Science can provide a wonderful opportunity to practise a variety of math…

This article describes an undergraduate lab exercise that demonstrates the importance of students thinking critically about what they see through a microscope. The students are given growth data from tip-growing organisms that suggest the cells grow in a pulsatile manner. The students then critique this data in several exercises that incorporate…

Inter-group peer evaluation through wikis was implemented as a method for senior capstone design teams to improve writing and the critical evaluation of data. Each group was evaluated by peers using a qualitative discussion and evaluated quantitatively by instructors. Students had an increased interest in contributing to online knowledge centers,…

Many universities use electronic portfolios (e-folios) to collect student work and assessment data for accreditation purposes at either the program or unit level. Programs within teacher education can include early childhood, elementary, middle level, and secondary education. For accreditation, each program is responsible for meeting a specific…

At Florida Tech, we have incorporated DataFit from Oakdale Engineering throughout the entire curriculum, beginning with ChE 1102, an eight-week, one-day-per-week, two-hour, one-credit-hour, second-semester Introduction to Chemical Engineering course in a hands-on computer classroom. Our experience is that students retain data analysis concepts…

In a data-driven school culture, there is an institutionalized willingness to use numbers systematically to reveal important patterns and answer focused questions about policy, methods, and outcomes. A central data team relies on input from teachers, ultimately responsible for student success. Massachusetts applications and examples are described.…

Describes an experiment in teaching research methods to undergraduate students in political science. The experiment centered around a data lab that met weekly and provided students with information pertaining to data processing and statistics. Information on student evaluation of the experiment is included. (Author/DB)

In 1972 the New England College of Optometry instituted a new curriculum that provided accelerated optometric education leading to an O.D. degree for qualified candidates with a Ph.D. degree in the sciences. That experience is summarized. (MLW)

Governors and state and local education officials assumed that raising student achievement in the elementary and middle grades would solve the problems with high schools--but it hasn't. Why? Good information is the basis for successful improvement, and high school reform lacks accurate information about what students are to learn and about how…

This document contains data about the results of the Kansas Writing Assessment for 1999. Because administration conditions of the assessment vary widely, the results must be interpreted with caution. Year-to-year state data are considered not comparable, but they are reported in the interests of consistency. Comparisons among districts should not…